Abstract: An apparatus and/or method is proposed that can show evidence for judgment results in an abnormality judgment using a judgment model obtained by machine learning. Pieces of processed data with a mask corresponding to characteristics of waveform data set on a spectrogram of waveform data are created using a judgment model obtained by machine learning by sequentially shifting the mask in a direction corresponding to the mask, a change rate or a change degree of the waveform data of each piece of created processed data from the spectrogram is calculated, each area in which the mask on the spectrogram of the waveform data is set based on the calculated change rate or change degree is colored with a color or concentration corresponding to the change rate or change degree of the processed data when the mask is set so as to draw and display a judgment evidence image.

Abstract: The present invention provides a polishing composition that can be suitably used in polishing of polysilicon, and a polishing method using the polishing composition. The polishing composition contains a nitrogen-containing nonionic surfactant and abrasive grains and has a pH of 9 to 12. The content of the nitrogen-containing nonionic surfactant in the polishing composition is preferably 20 to 500 ppm. The abrasive grains contained in the polishing composition are preferably colloidal silica. The average primary particle diameter of the abrasive grains contained in the polishing composition is preferably 10 to 90 nm. The content of the abrasive grains in the polishing composition is preferably 1.0 to 5.0% by mass.

Abstract: A polishing composition contains a water-soluble polymer, a polishing accelerator, and an oxidizing agent. The water-soluble polymer is a polyamide-polyamine polymer having an amine value of 150 mg KOH/1 g·solid or greater.

Abstract: The present invention provides a polishing composition that can be suitably used in polishing of polysilicon, and a polishing method using the polishing composition. The polishing composition contains a nitrogen-containing nonionic surfactant and abrasive grains and has a pH of 9 to 12. The content of the nitrogen-containing nonionic surfactant in the polishing composition is preferably 20 to 500 ppm. The abrasive grains contained in the polishing composition are preferably colloidal silica. The average primary particle diameter of the abrasive grains contained in the polishing composition is preferably 10 to 90 nm. The content of the abrasive grains in the polishing composition is preferably 1.0 to 5.0% by mass.

Abstract: The present invention provides a polishing composition that can be suitably used in polishing of polysilicon, and a polishing method using the polishing composition. The polishing composition contains abrasive grains and an anionic surfactant having a monooxyethylene group or a polyoxyethylene group and has a pH of 9 to 12. If the anionic surfactant contained in the polishing composition has a polyoxyethylene group, the number of repeating oxyethylene units in the polyoxyethylene group is preferably 2 to 8. The anionic surfactant contained in the polishing composition can be an anionic surfactant that has a phosphate group, a carboxy group, or a sulfo group as well as a monooxyethylene group or a polyoxyethylene group. The content of the anionic surfactant in the polishing composition is preferably 20 to 500 ppm.

Abstract: A polishing composition contains a water-soluble polymer, a polishing accelerator, and an oxidizing agent. The water-soluble polymer is a polyamide-polyamine polymer having an amine value of 150 mg KOH/1 g·solid or greater.

Abstract: The present invention provides a polishing composition that can be suitably used in polishing of polysilicon, and a polishing method using the polishing composition. The polishing composition contains abrasive grains and an anionic surfactant having a monooxyethylene group or a polyoxyethylene group and has a pH of 9 to 12. If the anionic surfactant contained in the polishing composition has a polyoxyethylene group, the number of repeating oxyethylene units in the polyoxyethylene group is preferably 2 to 8. The anionic surfactant contained in the polishing composition can be an anionic surfactant that has a phosphate group, a carboxy group, or a sulfo group as well as a monooxyethylene group or a polyoxyethylene group. The content of the anionic surfactant in the polishing composition is preferably 20 to 500 ppm.

Abstract: The present invention provides a polishing composition that can be suitably used in polishing of polysilicon, and a polishing method using the polishing composition. The polishing composition contains a nitrogen-containing nonionic surfactant and abrasive grains and has a pH of 9 to 12. The content of the nitrogen-containing nonionic surfactant in the polishing composition is preferably 20 to 500 ppm. The abrasive grains contained in the polishing composition are preferably colloidal silica. The average primary particle diameter of the abrasive grains contained in the polishing composition is preferably 10 to 90 nm. The content of the abrasive grains in the polishing composition is preferably 1.0 to 5.0% by mass.